Research Collaboration and Mobility for Beyond 5G Future Wireless Networks

Información del proyecto

RECOMBINE

Identificador del acuerdo de subvención: 872857

DOI

10.3030/872857

Proyecto cerrado

Fecha de la firma de la CE 27 Noviembre 2019

Fecha de inicio 1 Enero 2020

Fecha de finalización 31 Agosto 2025

Financiado con arreglo a

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Coste total

€ 478 400,00

Aportación de la UE

€ 478 400,00

Coordinado por

TECHNICAL UNIVERSITY OF SOFIA
Bulgaria

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

Documents, reports (19)

Reports on Deep learning for LSA

Reports on Deep learning for LSA -M56

Reports on ML for enhanced QoE M28

Reports on ML for enhanced QoE M50

Reports on generic designs of access nodes under multiple requirements

Reports on generic designs of access nodes under multiple requirements M51

Standardisation (initial and final report)

Standardisation (initial report) M64

Report on channel propagation models for UAV

Report on channel propagation models for UAV M58

Reports on antennas suitable for UAVs M24

Reports on antennas suitable for UAVs M48

Public website and project presentation
Performance Analysis for Video Distributions

Performance Analysis of Video Distributions - M66

Report on advanced algorithms for antenna array digital BF using AI

Report on advanced algorithms for antenna array digital BF using AI-M60

Reports on BMs for FWN

Reports on BMs for FWNThis would be aliving document and updated at M60

Analysis and Verification of IoT algorithms for URLLC
Integrated system prototype and report on S&S design for UAVs
Integrated system prototype and report on SLAM algorithms for mm-Wave
Reports on MANO framework for FWN Architecture

Reports on MANO framework for FWN Architecture M56

Mid-term meeting

M33 Minutes of mid-term meeting

Reports on ML for network prediction M24

Reports on ML for network prediction M48

Report on LSA for Machine-type Communications

Report on LSA for Machine-type Communications M58

Report on antenna design using multiple requirements

Report on antenna design using multiple requirements -M60

Communication and Dissemination plan M8

Open Research Data Pilot (1)

Exploitation plan and report in developed exploitation activities

Exploitation plan and report in developed exploitation activities. Exploitation plan will be outlined at the project start but the final report will be delivered at M66

Publicaciones

Conference proceedings (22)

Golden Section for Aerial Base Station Positioning in UAV-assisted Networks

Autores: Antoni Ivanov, Slavcho Neshev, Ivaylo Bozhilov, Atanas Vlahov, Radostina Petkova, Vladimir Poulkov, Albena Mihovska, Zaharias Zaharis, Stamatia Rizou
Publicado en: International Symposium on Wireless Personal Multimedia Communications (WPMC), 2025, Página(s) https://wpmc-2025.tu-sofia.bg/
Editor: IEEE
DOI: 10.5281/zenodo.16035511

Comparative Study of a Deterministic Adaptive Beamforming Technique with Neural Network Implementations

Autores: Ioannis Mallioras, Zaharias D. Zaharis, Pavlos Lazaridis, Traianos V. Yioultsis, Nikolaos V. Kantartzis, Ioannis P. Chochliouros
Publicado en: Artificial Intelligence Applications and Innovations. AIAI 2022 IFIP WG 12.5 International Workshops. AIAI 2022. IFIP Advances in Information and Communication Technology, Edición 652, 2022, Página(s) 98–107, ISBN 978-3-031-08340-2
Editor: Springer, Cham
DOI: 10.1007/978-3-031-08341-9_9

Challenges for Volumetric Measurements Toward Radio Environment Map Construction for UAV Communications

Autores: Antoni Ivanov, Bilal Muhammad, Krasimir Tonchev, Albena Mihovska, Vladimir Poulkov
Publicado en: 2022 25th International Symposium on Wireless Personal Multimedia Communications (WPMC), Edición annually, 2022, Página(s) 250-255, ISBN 9781665473187
Editor: IEEE
DOI: 10.1109/wpmc55625.2022.10014732

AI-based Physical Layer Secret Key Exchange in Non-Terrestrial Wireless Communication Networks

Autores: Asim Ul Haq, Albena Mihovska, Pavlos Lazaridis, H Vincent Poor, Vladimir K Poulkov, Michail J Beliatis
Publicado en: Edición October 2024, 2024
Editor: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.36227/techrxiv.173337614.42512040/v1

Towards 6G: Deep Learning in Cell-Free Massive MIMO

Autores: Lazaros Alexios Iliadis; Zaharias D. Zaharis; Sotirios P. Sotiroudis; Panagiotis Sarigiannidis; George K. Karagiannidis; Sotirios K. Goudos
Publicado en: 2022 IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom), 2022, Página(s) 269-273, ISBN 978-1-6654-9750-3
Editor: IEEE
DOI: 10.1109/blackseacom54372.2022.9858306

Propagation Dependent Base Station Positioning in UAV-assisted Cell-less Networks

Autores: Antoni Ivanov, Vladimir Poulkov, Agata Manolova, Albena Mihovska
Publicado en: 2024 27th International Symposium on Wireless Personal Multimedia Communications (WPMC), 2025, Página(s) 1-6
Editor: IEEE
DOI: 10.1109/wpmc63271.2024.10863303

Intelligent and QoE-aware Open Radio Access Networks

Autores: Georgios Kougioumtzidis, Vladimir Poulkov, Zaharias D. Zaharis, Pavlos I. Lazaridis
Publicado en: 2022 3rd URSI Atlantic and Asia Pacific Radio Science Meeting (AT-AP-RASC), 2022, Página(s) 1-4, ISBN 978-1-6654-9986-6
Editor: IEEE
DOI: 10.23919/at-ap-rasc54737.2022.9814435

6G-based Intelligent, Context-Aware, and Trustworthy User-Centric Healthcare Applications

Autores: Albena Mihovska, Atanas Vlahov, Vladimir Poulkov
Publicado en: 2024 Wireless Telecommunications Symposium (WTS), 2024, Página(s) 1-6
Editor: IEEE
DOI: 10.1109/wts60164.2024.10536689

A machine learning methodology for network anomalies detection in O-RAN networks

Autores: Atanas Vlahov, Vladimir Poulkov, Pavlos I. Lazaridis, Zaharias D. Zaharis
Publicado en: 28th European Wireless Conference, 2023, Página(s) 174-178
Editor: IEEE

Interpolation Accuracy Evaluation for 3D Radio Environment Maps Construction

Autores: Antoni Ivanov, Krasimir Tonchev, Vladimir Poulkov, Agata Manolova, Atanas Vlahov
Publicado en: 2023 26th International Symposium on Wireless Personal Multimedia Communications (WPMC), 2023, Página(s) 1-7
Editor: IEEE
DOI: 10.1109/wpmc59531.2023.10338952

3D Direction of Arrival Estimation: An Innovative Deep Neural Network Approach

Autores: Constantinos M. Mylonakis, Pantelis Velanas, Pavlos I. Lazaridis, Panagiotis Sarigiannidis, Sotirios K. Goudos, Zaharias D. Zaharis
Publicado en: 2024 13th International Conference on Modern Circuits and Systems Technologies (MOCAST), 2024, Página(s) 01-04, ISBN 979-8-3503-8542-7
Editor: IEEE
DOI: 10.1109/mocast61810.2024.10615339

Direction of Arrival Estimation Applied to Antenna Arrays using Convolutional Neural Networks

Autores: Giorgos Kokkinis; Zaharias D. Zaharis; Pavlos I. Lazaridis; Nikolaos V. Kantartzis
Publicado en: 2022 3rd URSI Atlantic and Asia Pacific Radio Science Meeting (AT-AP-RASC), 2022, Página(s) 1-4, ISBN 978-1-6654-9986-6
Editor: IEEE
DOI: 10.23919/at-ap-rasc54737.2022.9814259

A Novel Utilization of NARX for Antenna Array Adaptive Beamforming

Autores: Ioannis Mallioras; Zaharias D. Zaharis; Pavlos I. Lazaridis; Nikolaos V. Kantartzis; Traianos V. Yioultsis; Bo Liu; Stavros Kalafatis
Publicado en: 2022 3rd URSI Atlantic and Asia Pacific Radio Science Meeting (AT-AP-RASC), 2022, Página(s) 1-4, ISBN 978-1-6654-9986-6
Editor: IEEE
DOI: 10.23919/at-ap-rasc54737.2022.9814406

Antenna Array Beamforming Based on Deep Learning Neural Network Architectures

Autores: Haya Al Kassir; Zaharias D. Zaharis; Pavlos I. Lazaridis; Nikolaos V. Kantartzis; Traianos V. Yioultsis; Ioannis P. Chochliouros; Albena Mihovska; Thomas D. Xenos
Publicado en: 2022 3rd URSI Atlantic and Asia Pacific Radio Science Meeting (AT-AP-RASC), 2022, Página(s) 1-4, ISBN 978-1-6654-9986-6
Editor: IEEE
DOI: 10.23919/at-ap-rasc54737.2022.9814201

A FFNN-Based System for the DoA Estimation in 6G Massive Wireless Communications: Analysis and Evaluation

Autores: Somayeh Komeylian, Albena Dimitrova Mihovska, Mahasweta Sarkar, Christopher Paolini
Publicado en: 2024 IEEE Wireless Communications and Networking Conference (WCNC), Edición April 2024, 2024, Página(s) 1-6
Editor: IEEE
DOI: 10.1109/wcnc57260.2024.10571066

Towards 5G/6G Data Harmonization through NLP and Semantic Web Technologies

Autores: Mandeep Singh, Moatasim Mahmoud, Rizou Stamatia, Zaharias D. Zaharis, Pavlos I. Lazaridis, Vladimir K. Poulkov, Wenyan Wu
Publicado en: 2024 Advanced Topics on Measurement and Simulation (ATOMS), 2025, Página(s) 291-294, ISBN 979-8-3503-5837-7
Editor: IEEE
DOI: 10.1109/atoms60779.2024.10921618

Higher-Order Spatio-Temporal Neural Networks for Covid-19 Forecasting

Autores: Yuzhou Chen; Sotiris Batsakis; H. Vincent Poor
Publicado en: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023
Editor: IEEE
DOI: 10.1109/icassp49357.2023.10095012

RF Propagation and Interferences Challenges for UAVs Swarm Detection and Positioning

Autores: Octavian Fratu; Ahmed M. Nor; Simona Halunga; Zaharias D. Zaharis
Publicado en: 2022 25th International Symposium on Wireless Personal Multimedia Communications (WPMC), 2022, Página(s) 501-504, ISBN 978-1-6654-7319-4
Editor: IEEE
DOI: 10.1109/wpmc55625.2022.10014750

Calibration of Statistical Interpolation through Anechoic Chamber Measurements for 3D REM Reconstruction

Autores: Antoni Ivanov, Atanas Vlahov, Vladimir Poulkov, Traianos Yioultsis, Zaharias Zaharis
Publicado en: 2024 27th International Symposium on Wireless Personal Multimedia Communications (WPMC), 2025, Página(s) 1-5, ISSN 1882-5621
Editor: IEEE
DOI: 10.1109/wpmc63271.2024.10863612

Ensembling Probabilistic Regressors for Path Loss Prediction

Autores: Sotirios Sotiroudis, Zaharias Zaharis, Vasileios Rekkas, Lazaros Alexios Iliadis, Christos Christodoulou, Sotirios Goudos
Publicado en: Proceedings of the 4th URSI Atlantic RadioScience Conference – AT-RASC 2024, 2024, Página(s) 1-4
Editor: URSI – International Union of Radio Science
DOI: 10.46620/ursiatrasc24/jxik2862

Position based Near-Field Codebook Design and Beam Training for Extremely Large-Scale ARIS

Autores: Ahmed M. Nor, Octavian Fratu, Simona Halunga, Jiancheng An, Zaharias Zaharis, Pantelis Velanas
Publicado en: 2024 IEEE International Mediterranean Conference on Communications and Networking (MeditCom), 2024, Página(s) 215-220, ISBN 979-8-3503-0948-5
Editor: IEEE
DOI: 10.1109/meditcom61057.2024.10621207

Zero Forcing Beamforming With Sidelobe Suppression Using Neural Networks

Autores: Ioannis Mallioras, Traianos V. Yioultsis, Nikolaos V. Kantartzis, Pavlos I. Lazaridis, Atanas Vlahov, Vladimir Poulkov, Zaharias D. Zaharis
Publicado en: 28th European Wireless Conference, 2023, Página(s) 203-208
Editor: IEEE

Peer reviewed articles (10)

Improved Beamforming in 3D Space Applied to Realistic Planar Antenna Arrays by Using the Embedded Element Patterns

Autores: Zaharias D. Zaharis, Ioannis P. Gravas, Pavlos I. Lazaridis, Traianos V. Yioultsis, Thomas D. Xenos
Publicado en: IEEE Transactions on Vehicular Technology, Edición 71/6, 2022, Página(s) 6145-6157, ISSN 0018-9545
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tvt.2022.3155966

UAV-Based Volumetric Measurements toward Radio Environment Map Construction and Analysis

Autores: Antoni Ivanov; Bilal Muhammad; Krasimir Tonchev; Albena Mihovska; Vladimir Poulkov
Publicado en: Sensors, Edición 22/24, 2022, Página(s) 9705, ISSN 1424-8220
Editor: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s22249705

Optimization of Log-Periodic TV Reception Antenna with UHF Mobile Communications Band Rejection

Autores: Keyur K. Mistry, Pavlos I. Lazaridis, Zaharias D. Zaharis, Ioannis P. Chochliouros,Tian Hong Loh, Ioannis P. Gravas, David Cheadle
Publicado en: Electronics, Edición 9/11, 2020, Página(s) 1830, ISSN 2079-9292
Editor: MDPI
DOI: 10.3390/electronics9111830

A Novel Three-Dimensional Direction-of-Arrival Estimation Approach Using a Deep Convolutional Neural Network

Autores: Constantinos M. Mylonakis, Zaharias D. Zaharis
Publicado en: IEEE Open Journal of Vehicular Technology, Edición 5, 2025, Página(s) 643-657, ISSN 2644-1330
Editor: IEEE
DOI: 10.1109/ojvt.2024.3390833

A Novel Realistic Approach of Adaptive Beamforming Based on Deep Neural Networks

Autores: Ioannis Mallioras, Zaharias D. Zaharis, Pavlos I. Lazaridis, Stelios Pantelopoulos
Publicado en: IEEE Transactions on Antennas and Propagation, Edición 70, 2024, Página(s) 8833-8848, ISSN 0018-926X
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tap.2022.3168708

A Survey on Multimedia Services QoE Assessment and Machine Learning-Based Prediction

Autores: Georgios Kougioumtzidis, Vladimir Poulkov, Zaharias D. Zaharis, Pavlos I. Lazaridis
Publicado en: IEEE Access, Edición 10, 2024, Página(s) 19507-19538, ISSN 2169-3536
Editor: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2022.3149592

The road to 6G: a comprehensive survey of deep learning applications in cell-free massive MIMO communications systems

Autores: Lazaros Alexios Iliadis, Zaharias D. Zaharis, Sotirios Sotiroudis, Panagiotis Sarigiannidis, George K. Karagiannidis, Sotirios K. Goudos
Publicado en: EURASIP Journal on Wireless Communications and Networking, Edición 68, 2022, Página(s) 1-16, ISSN 1687-1472
Editor: Hindawi Publishing Corporation
DOI: 10.1186/s13638-022-02153-z

Enhancing Security in Near-Field RIS Communications Assisted by UAV

Autores: Asim Ul Haq, Parwinder Singh, Albena Mihovska, Michail J. Beliatis
Publicado en: IEEE Transactions on Consumer Electronics, 2025, Página(s) 1-1, ISSN 0098-3063
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tce.2025.3597084

Average Contiguous Duration (ACD)-Based Quantization for Secret Key Generation in Generalized Gamma Fading Channels

Autores: Muhammad Adil, Shurjeel Wyne, Syed Junaid Nawaz, Bilal Muhammad
Publicado en: IEEE Access, Edición 9, 2021, Página(s) 110435-110450, ISSN 2169-3536
Editor: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2021.3100925

Feature-Based Generalized Gaussian Distribution Method for NLoS Detection in Ultra-Wideband (UWB) Indoor Positioning System

Autores: Fuhu Che; Qasim Zeeshan Ahmed; Jaron Fontaine; Ben Van Herbruggen; Adnan Shahid; Eli De Poorter; Pavlos I. Lazaridis
Publicado en: IEEE Sensors, Edición 22/19, 2022, Página(s) 18726-18739, ISSN 1530-437X
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jsen.2022.3198680

Book chapters (2)

A Comparison Between CPU and GPU Computing in DNN-Based DoA Estimation

Autores: Georgios Kokkinis, Qasim Z. Ahmed, Alistair Sambell, Ioannis P. Chochliouros, Pavlos I. Lazaridis, Zaharias D. Zaharis
Publicado en: Mechanisms and Machine Science, Proceedings of the UNIfied Conference of DAMAS, IncoME and TEPEN Conferences (UNIfied 2023), 2024, Página(s) 787-796, ISBN 978-3-031-49421-5
Editor: Springer Nature Switzerland
DOI: 10.1007/978-3-031-49421-5_64

Design and Optimization of a Yagi-Uda 5G-Rejecting TV Antenna

Autores: Ishq Adam, Pavlos I. Lazaridis, Qasim Z. Ahmed, Alistair Sambell, Ioannis P. Chochliouros, Zaharias D. Zaharis
Publicado en: Mechanisms and Machine Science, Proceedings of the UNIfied Conference of DAMAS, IncoME and TEPEN Conferences (UNIfied 2023), 2024, Página(s) 1221-1229, ISBN 978-3-031-49413-0
Editor: Springer Nature Switzerland
DOI: 10.1007/978-3-031-49413-0_95